The League One outfit have been set a deadline of August 10 by administrator Trevor Birch to have their finances in order or face going bust.
Redknapp plans to speak to Nwankwo Kanu, who has lodged a claim for £3 million in pay, to see if he can persuade the former Arsenal striker to compromise with the club.
He told ESPN: "I will be ringing Kanu to see if there is anything I can do. I signed him for Portsmouth on a one-year contract and Tony Adams told me: 'You must be mad, he is finished'. Six years later, he is still there."
Defender Tal Ben Haim is also owed a similar amount in wages and Redknapp added: "In the case of Tal Ben Haim, if players have a contract and are owed money, you can see why they think they should get it. But if the club closes down they won't get a penny. They need to think hard about that."
"Portsmouth has got to be saved. It's a great club with great traditions," the 65-year-old added, "It would be a disaster if this club went out of business.
"It is soul-destroying to see them in this predicament, and there must be a group of people out there or someone who could take over the club so cheaply and save them.
"I would love to see someone do that. Surely it cannot happen that Portsmouth go out of business. If someone did come in, the club could be resurrected quickly. It wouldn't take a lot to get it going again."